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Hey! 👋

I'm a results-driven professional exploring Machine Learning and Software Development. Currently diving into generative AI and RAG. Crafting high-precision systems and leading web app projects. Let's connect and discuss further. Check out my work below.

Felipe Aros's Projects

chainlit icon chainlit

Build Conversational AI in minutes ⚡️

map-k-for-classification-vector-borne-disease icon map-k-for-classification-vector-borne-disease

MAP@K evaluation metric to assess the model's performance, highlighting its utility in medical diagnostic scenarios where a ranked list of potential diagnoses is more valuable than a single prediction.

rag-evaluation icon rag-evaluation

Evaluation for llama-index based RAG. Focusing on aspects such as faithfulness, relevancy, and correctness in their responses.

rag-llamaindex icon rag-llamaindex

OpenAI document chatbot using llama-index, pinecone and chainlit. With incremental features, giving you the tools to go from a basic RAG into an advanced one.

rag-notebooks icon rag-notebooks

Just notebooks about me experimenting with different RAG tools

shortest_path icon shortest_path

Visualization of pathfinding algorithms such as Dijkstra's, A* and BFS

smtpclient icon smtpclient

SMTP client was developed for an university task.

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